An Unsupervised Learning Model for Deformable Medical Image Registration

An Unsupervised Learning Model for Deformable Medical Image Registration

7 February 2018

Guha Balakrishnan

Papers citing "An Unsupervised Learning Model for Deformable Medical Image Registration"

13 / 13 papers shown

Title
FF-PNet: A Pyramid Network Based on Feature and Field for Brain Image Registration Ying Zhang Shuai Guo Chenxi Sun Yuchen Zhu Jinhai Xiang MedIm 126 0 0 08 May 2025
DiffKillR: Killing and Recreating Diffeomorphisms for Cell Annotation in Dense Microscopy Images Chen Liu Danqi Liao Alejandro Parada-Mayorga Alejandro Ribeiro Marcello DiStasio Smita Krishnaswamy 67 4 0 04 Oct 2024
Non-rigid image registration using fully convolutional networks with deep self-supervision Hongming Li Yong-Xian Fan 45 94 0 04 Sep 2017
End-to-End Unsupervised Deformable Image Registration with a Convolutional Neural Network B. D. de Vos F. Berendsen M. Viergever Marius Staring Ivana Išgum MedIm 57 441 0 20 Apr 2017
Quicksilver: Fast Predictive Image Registration - a Deep Learning Approach Xiao Yang Roland Kwitt Martin Styner Marc Niethammer 55 594 0 31 Mar 2017
Transformation-Grounded Image Generation Network for Novel 3D View Synthesis Eunbyung Park Jimei Yang Ersin Yumer Duygu Ceylan Alexander C. Berg 52 286 0 08 Mar 2017
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 289 19,560 0 21 Nov 2016
View Synthesis by Appearance Flow Tinghui Zhou Shubham Tulsiani Weilun Sun Jitendra Malik Alexei A. Efros 124 691 0 11 May 2016
TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems Martín Abadi Ashish Agarwal P. Barham E. Brevdo Zhiwen Chen ... Pete Warden Martin Wattenberg Martin Wicke Yuan Yu Xiaoqiang Zheng 189 11,135 0 14 Mar 2016
Spatial Transformer Networks Max Jaderberg Karen Simonyan Andrew Zisserman Koray Kavukcuoglu 264 7,361 0 05 Jun 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.2K 76,547 0 18 May 2015
FlowNet: Learning Optical Flow with Convolutional Networks Philipp Fischer Alexey Dosovitskiy Eddy Ilg Philip Häusser C. Hazirbas Vladimir Golkov Patrick van der Smagt Daniel Cremers Thomas Brox 3DPC 254 4,159 0 26 Apr 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 850 149,474 0 22 Dec 2014